{"id":"W6977100025","doi":"10.6084/m9.figshare.25596350.v1","title":"Additional file 1 of The effects of multi-colour light filtering glasses on human brain wave activity","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Human brain; Noise (video); Signal processing; Filter (signal processing); Human head","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008849709,0.001250115,0.001300548,0.001618216,0.0006430148,0.00134455,0.001766571,0.001589027,0.9308534],"category_scores_gemma":[0.01689719,0.0006372213,0.0008501521,0.00200406,0.00023192,0.001263473,0.0008748798,0.0008201649,0.3151799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006132348,"about_ca_system_score_gemma":0.0009167839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004220122,"about_ca_topic_score_gemma":0.008616485,"domain_scores_codex":[0.9996669,0.00005266075,0.00005603297,0.00008598898,0.00009636741,0.00004206737],"domain_scores_gemma":[0.9835164,0.0133668,0.0004497445,0.0008632723,0.001587154,0.0002166353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000531455,0.000214613,0.0007906503,0.002882031,0.00005618808,0.000109479,0.0000411886,0.0007166351,0.0005286813,0.0006446663,0.9681452,0.02533913],"study_design_scores_gemma":[0.006787557,0.0008566515,0.02569523,0.002875325,0.0002940791,0.001362637,0.0003358774,0.006905583,0.00580032,0.02214023,0.9265789,0.000367622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004098653,0.00007340076,0.001039363,0.0001150892,0.00007960201,0.0001194508,0.9951251,0.00100853,0.002029562],"genre_scores_gemma":[0.01689471,0.0004741338,0.01676573,0.001147795,0.0003055641,0.002778017,0.9299647,0.004011697,0.02765761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9308534,"threshold_uncertainty_score":0.09862918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373643965645917,"score_gpt":0.3308955446456945,"score_spread":0.2935311480811028,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}